Le Hui 惠乐

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PhD Student,
Computer Science and Engineering Department,
Nanjing University of Science and Technology
Xiaolingwei Street 200, Xuanwu District
Nanjing, China
Email: le.hui [@] njust [DOT] edu [DOT] cn

About me

I am currently a PhD student, Nanjing University of Science and Technology, China, under the supervision of Prof. Jian Yang and Prof. Jin Xie.

Publications

Conference

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Reliable Inlier Evaluation for Unsupervised Point Cloud Registration
The Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022
Yaqi Shen, Le Hui, Haobo Jiang, Jin Xie and Jian Yang
[Paper] [Code]

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Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval
The Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022
Rui Xu, Zongyan Han, Le Hui, Jianjun Qian and Jin Xie
[Paper] [Code]

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3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds
The Thirty-Fifth Conference on Neural Information Processing Systems, NeurIPS 2021
Le Hui*, Lingpeng Wang*, Mingmei Cheng, Jin Xie and Jian Yang (* equal contribution)
[Paper] [Code]

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SSPU-Net: Self-Supervised Point Cloud Upsampling via Differentiable Rendering
The 29th ACM International Conference on Multimedia, ACM MM 2021
Yifan Zhao*, Le Hui* and Jin Xie (* equal contribution)
[Paper] [Code]

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Pyramid Point Cloud Transformer for Large-Scale Place Recognition
IEEE International Conference on Computer Vision, ICCV 2021
Le Hui, Hang Yang, Mingmei Cheng, Jin Xie and Jian Yang
[Paper] [Code]

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Superpoint Network for Point Cloud Oversegmentation
IEEE International Conference on Computer Vision, ICCV 2021
Le Hui, Jia Yuan, Mingmei Cheng, Jin Xie, Xiaoya Zhang and Jian Yang
[Paper] [Code]

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SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network
The Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021
Mingmei Cheng, Le Hui, Jin Xie and Jian Yang
[Paper] [Code]

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Progressive Point Cloud Deconvolution Generation Network
European Conference on Computer Vision, ECCV 2020
Le Hui, Rui Xu, Jin Xie, Jianjun Qian and Jian Yang
[Paper] [Code]

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Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation
International Conference on Intelligent Robots and Systems, IROS 2020
Mingmei Cheng, Le Hui, Jin Xie, Jian Yang and Hui Kong
[Paper] [Code]

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Inter-Class Angular Loss for Convolution Neural Networks
The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019
Le Hui, Xiang Li, Chen Gong, Meng Fang, Joey Tianyi Zhou and Jian Yang
[Paper] [Code]

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Data-Adaptive Metric Learning with Scale Alignment
The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019
Shuo Chen, Chen Gong, Jian Yang, Ying Tai, Le Hui and Jun Li
[Paper]

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Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders
The 24th International Conference on Pattern Recognition, ICPR 2018
Le Hui, Xiang Li, Jiaxin Chen, Hongliang He and Jian Yang
[Paper]

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Attention-based Neural Network for Traffic Sign Detection
The 24th International Conference on Pattern Recognition, ICPR 2018
Jing Zhang, Le Hui, Jianfeng Lu and Yuhua Zhu
[Paper]

Journal

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Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition
IEEE Transactions on Image Processing, TIP 2022
Le Hui, Mingmei Cheng, Jin Xie, Jian Yang and Mingming Cheng
[Paper] [Code]